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db77605
test
Thomas-August Mar 10, 2026
6890632
Updates from Overleaf
ritchie-usherwood Mar 10, 2026
18ac44c
Commit message for changes made in Overleaf...
ritchie-usherwood Mar 10, 2026
287a350
Updates from Overleaf
Thomas-August Mar 10, 2026
b2e04c1
Merge overleaf-2026-03-10-1520 into main
Thomas-August Mar 10, 2026
a6833d7
Updates from Overleaf
transformerrickie Mar 10, 2026
2908e99
Merge overleaf-2026-03-10-1526 into main
transformerrickie Mar 10, 2026
37cdc81
Risk Assessment, App motivation
ritchie-usherwood Apr 6, 2026
b80d8a2
Added integration to current game design to app section
ritchie-usherwood Apr 6, 2026
c5c1588
Visual Perception and Player Tracking
RishabhL Apr 10, 2026
75c8384
Visual Perception and Tracking - Choice of Camera
RishabhL Apr 10, 2026
386ef03
Camera Depth Estimation
RishabhL Apr 12, 2026
79b1dba
Computer Vision
RishabhL Apr 16, 2026
a1ae4bf
Data Preprocessing
RishabhL Apr 17, 2026
e3c102c
Model Training and Deployment
RishabhL Apr 20, 2026
2b84fc8
Baseline evaluation plots
RishabhL Apr 20, 2026
43882b9
Baseline Evaluation
RishabhL Apr 20, 2026
a15a7c5
Synthetic Dataset Generation
RishabhL Apr 20, 2026
e08ecde
Synthetic Model Training and Deployment plots
RishabhL Apr 21, 2026
0482485
Synthetic Model Training and Deployment
RishabhL Apr 22, 2026
f377e2b
Updates from Overleaf
ritchie-usherwood Apr 25, 2026
a957408
Merge overleaf-2026-04-25-1457 into main
ritchie-usherwood Apr 25, 2026
8737be1
Updates from Overleaf
RishabhL Apr 25, 2026
c13e593
Merge overleaf-2026-04-25-2240 into main
RishabhL Apr 25, 2026
daf1bb3
Synthetic Model Evaluation and Comparison to VisDrone Model
RishabhL Apr 27, 2026
85949c4
3D Coordinates via Sensor Fusion
RishabhL Apr 27, 2026
6a1c974
State Estimation and Predictive Tracking
RishabhL Apr 27, 2026
532ea4e
Updates from Overleaf
ritchie-usherwood Apr 27, 2026
c326335
Merge overleaf-2026-04-27-1202 into main
ritchie-usherwood Apr 27, 2026
d310b17
Added some finance shizzle
ritchie-usherwood Apr 27, 2026
9b6dcc6
Updates from Overleaf
RishabhL Apr 27, 2026
0c8ad54
Merge overleaf-2026-04-27-1525 into main
RishabhL Apr 27, 2026
5b55e49
Updates from Overleaf
ritchie-usherwood Apr 28, 2026
6ed1391
Merge overleaf-2026-04-28-0826 into main
ritchie-usherwood Apr 28, 2026
ff4d2c7
Finance up to Analyses
ritchie-usherwood Apr 28, 2026
61ccd3b
Initial Structure + Half First Draft of Hardware
transformerrickie Apr 28, 2026
31c0ce1
Merge overleaf-2026-04-28-1259 into main
transformerrickie Apr 28, 2026
4334e73
Updates from Overleaf
ritchie-usherwood Apr 28, 2026
0df2849
Merge overleaf-2026-04-28-1550 into main
ritchie-usherwood Apr 28, 2026
94bcbf8
Finished draft of financing
ritchie-usherwood Apr 29, 2026
c581959
Updates from Overleaf
RishabhL May 1, 2026
becb90d
Merge overleaf-2026-05-01-0009 into main
RishabhL May 1, 2026
07d6b63
Updates from Overleaf
ritchie-usherwood May 1, 2026
d9319e4
Merge overleaf-2026-05-01-1413 into main
ritchie-usherwood May 1, 2026
64eacff
added lots of stuff n that good job me
ritchie-usherwood May 8, 2026
611581c
added more shizzle
ritchie-usherwood May 9, 2026
b367be4
Updates from Overleaf
transformerrickie May 9, 2026
b633535
Merge overleaf-2026-05-09-1156 into main
transformerrickie May 9, 2026
57e5cf5
Added Summarised Table for Design Criteria (5.2.5)
transformerrickie May 9, 2026
2d17237
Electronics Design and Component Selection - part 1 (Propulsion System)
transformerrickie May 9, 2026
4206107
Electronics Design and Component Selection - Power Systems (battery a…
transformerrickie May 9, 2026
1593414
added some shared stuff
ritchie-usherwood May 10, 2026
ea9b046
Merge overleaf-2026-05-10-1054 into main
ritchie-usherwood May 10, 2026
6df81b3
Updates from Overleaf
transformerrickie May 10, 2026
c4e3a5c
Merge overleaf-2026-05-10-1208 into main
transformerrickie May 10, 2026
b1adfa6
Finished Section 3, Gameplay (maybe? would appreciate a second opinion)
ritchie-usherwood May 10, 2026
6fe2a40
Updates from Overleaf
transformerrickie May 10, 2026
9616600
Merge overleaf-2026-05-10-1631 into main
transformerrickie May 10, 2026
982d9a3
heating costings
ritchie-usherwood May 11, 2026
f4a51b0
I think I've actually finished the first draft this time?
ritchie-usherwood May 11, 2026
b4e168b
Updated Section on Electronics (nearly completed)
transformerrickie May 11, 2026
04f470c
Updates from Overleaf
RishabhL May 11, 2026
ac69246
Merge overleaf-2026-05-11-1534 into main
RishabhL May 11, 2026
f3042ea
Updates from Overleaf
transformerrickie May 11, 2026
95fbdbf
Merge overleaf-2026-05-11-1554 into main
transformerrickie May 11, 2026
089b654
Completed Electronics
transformerrickie May 11, 2026
ca4c29a
Updates from Overleaf
ritchie-usherwood May 11, 2026
90cdef8
Merge overleaf-2026-05-11-1905 into main
ritchie-usherwood May 11, 2026
5f23ecd
Updates from Overleaf
transformerrickie May 11, 2026
4e34ac5
Merge overleaf-2026-05-11-1925 into main
transformerrickie May 11, 2026
ee755b1
Updates from Overleaf
ritchie-usherwood May 12, 2026
c6313d2
Merge overleaf-2026-05-12-0754 into main
ritchie-usherwood May 12, 2026
3908324
more concisification
ritchie-usherwood May 12, 2026
d28e930
Updates from Overleaf
transformerrickie May 12, 2026
a645f89
Merge overleaf-2026-05-12-1041 into main
transformerrickie May 12, 2026
ff26179
Updates from Overleaf
ritchie-usherwood May 12, 2026
4d36dd1
Merge overleaf-2026-05-12-1057 into main
ritchie-usherwood May 12, 2026
a334ac5
Updates from Overleaf
Thomas-August May 12, 2026
fef08f3
Merge branch 'main' into overleaf-2026-05-12-1203
Thomas-August May 12, 2026
38ab54a
Merge pull request #1 from Team-C-3YP/overleaf-2026-05-12-1203
Thomas-August May 12, 2026
eb0fc87
Updates from Overleaf
transformerrickie May 12, 2026
536e7c3
Merge overleaf-2026-05-12-1449 into main
transformerrickie May 12, 2026
7655a0e
Updates from Overleaf
Thomas-August May 12, 2026
9278499
Merge overleaf-2026-05-12-1539 into main
Thomas-August May 12, 2026
31e0bcd
Updates from Overleaf
transformerrickie May 12, 2026
c47049a
Merge overleaf-2026-05-12-1539 into main
transformerrickie May 12, 2026
766efe2
rewritten app section
ritchie-usherwood May 12, 2026
b8b8461
Merge branch 'main' into overleaf-2026-05-12-1539
ritchie-usherwood May 12, 2026
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273 changes: 273 additions & 0 deletions biblio.bib
Original file line number Diff line number Diff line change
Expand Up @@ -4,3 +4,276 @@ @article{achiam2023gpt
journal={arXiv preprint arXiv:2303.08774},
year={2023}
}
@misc{rightmoveCheckThis,
author = {{R}ightmove},
title = {{C}heck out this {W}arehouse to lease on {R}ightmove --- rightmove.co.uk},
howpublished = {\url{https://www.rightmove.co.uk/properties/148534730\#/?channel={C}{O}{M}\_{L}{E}{T}}},
year = {2026},
note = {[Accessed 27-04-2026]},
journal = {N/A}
}
@misc{outdoorlaserLasergamingEXCLUSIVE,
author = {{L}asergaming},
title = {{L}asergaming 2hr {E}{X}{C}{L}{U}{S}{I}{V}{E} {G}roup {S}ession - {D}ay - for {A}dults - {L}asergaming {O}xford --- outdoorlaser.com},
howpublished = {\url{https://outdoorlaser.com/product/exclusive-lasergaming-2hr-group-session-day-for-adults/}},
year = {2026},
note = {[Accessed 27-04-2026]},
journal = {N/A}
}
@misc{chabounconstructionMuchDoes,
author = {},
title = {{H}ow much does a house renovation cost​ ? 2025 {G}uide --- chabounconstruction.com},
howpublished = {\url{https://chabounconstruction.com/house-renovation-cost/}},
year = {},
note = {[Accessed 27-04-2026]},
journal = {N/A}
}
@misc{testedSafetyNet,
author = {},
title = {Building-Site Safety Net EN 1263-1 by the m² (Custom-Made) | Safetynet365 --- safetynet365.com},
howpublished = {\url{https://safetynet365.com/Fall-Safety-Nets/Custom-Made-by-the-m/Fall-Safety-Net-by-the-m-Custom-Made::59.html}},
year = {c2009-2026},
note = {[Accessed 11-05-2026]},
journal = {N/A}
}
@misc{thinSafetyNet,
author = {},
title = {Safety Net by the m² (Custom-Made) 1.5/100 mm | Safetynet365 --- safetynet365.com},
howpublished = {\url{https://safetynet365.com/Safety-Nets-by-the-m/Net-by-the-m-Custom-Made::15.html}},
year = {c2009-2026},
note = {[Accessed 11-05-2026]},
journal = {N/A}
}
@misc{usedSafetyNet,
author = {},
title = {Safety Net by the m² (Customised) 2.3/100 mm | Safetynet365 --- safetynet365.com},
howpublished = {\url{https://safetynet365.com/Safety-Nets-by-the-m/Net-by-the-m-Custom-Made::22.html}},
year = {c2009-2026},
note = {[Accessed 11-05-2026]},
journal = {N/A}
}

@misc{geeksforgeeksBluetoothFrameStructure,
author = {},
title = {{B}luetooth-{F}rame {S}tructure - {G}eeksfor{G}eeks --- geeksforgeeks.org},
howpublished = {\url{https://www.geeksforgeeks.org/computer-networks/bluetooth-frame-structure/}},
year = {},
note = {[Accessed 03-05-2026]},
journal = {N/A}
}

@misc{pang2024modelingtradeoffthroughputreliability,
title={Modeling the Trade-off between Throughput and Reliability in a Bluetooth Low Energy Connection},
author={Bozheng Pang and Tim Claeys and Hans Hallez and Jeroen Boydens},
year={2024},
eprint={2405.01231},
archivePrefix={arXiv},
primaryClass={cs.NI},
url={https://arxiv.org/abs/2405.01231},
}
@misc{key,
author = {},
title = {},
howpublished = {\url{https://howiwifi.com/2020/07/13/802-11-frame-types-and-formats/}},
year = {2020},
note = {[Accessed 06-05-2026]},
}

@misc{brotherhobby_avenger28065,
author = {{BrotherHobby}},
title = {{Avenger 2806.5 Motor}},
howpublished = {\url{https://www.brotherhobbystore.com/products/avenger-28065-motor}},
year = {2026},
note = {[Accessed 09-05-2026]},
}

@misc{hqprop_8x4x3,
author = {{HQProp}},
title = {{HQProp 8X4X3 Grey (2CW+2CCW) Poly Carbonate}},
howpublished = {\url{https://www.hqprop.com/hqprop-8x4x3-grey-1cw1ccw-poly-carbonate-p0411.html}},
year = {2026},
note = {[Accessed 09-05-2026]},
}

@misc{mit_propeller_performance,
author = {{MIT}},
title = {{Propeller Performance}},
howpublished = {\url{https://web.mit.edu/16.unified/www/FALL/thermodynamics/notes/node86.html}},
year = {2006},
note = {[Accessed 09-05-2026]},
}

@misc{littlebee_spring_40a,
author = {{All Drones Racers}},
title = {{ESC LittleBee Spring 40A BLHeli\_S DShot600 2S--4S}},
howpublished = {\url{https://all-drones-racers.fr/en/little-bee/695-esc-little-bee-spring-40a-blhelis-dshot600-2s-4s.html}},
year = {2026},
note = {[Accessed 09-05-2026]},
}

@misc{tattu_bashing_4s_5000mah,
author = {{Motion RC / Motionew}},
title = {{Battery LiPo 4S 5000mAh 50C Tattu Bashing}},
howpublished = {\url{https://www.motionew.com/shop/power-solution/battery-lipo-4s-5000mah-50c-tattu-bashing/}},
year = {2026},
note = {[Accessed 09-05-2026]},
}

@misc{gensace_4s_5000mah,
author = {{Buddy RC}},
title = {{Gens Ace 5000mAh 4S1P 50C 14.8V HardCase LiPo Battery}},
howpublished = {\url{https://www.buddyrc.com/products/gens-ace-5000mah-14-8v-50c-4s1p-hardcase-lipo-battery14-with-deans-plug-1}},
year = {2026},
note = {[Accessed 09-05-2026]},
}

@misc{holybro_pdb_300a,
author = {{Holybro}},
title = {{Power Distribution Board (PDB) 300A}},
howpublished = {\url{https://holybro.com/products/power-distribution-board-pdb-300a-side-entry}},
year = {2026},
note = {[Accessed 09-05-2026]},
}

@misc{pololu_d24v90f5,
author = {{Pololu}},
title = {{5V, 9A Step-Down Voltage Regulator D24V90F5}},
howpublished = {\url{https://www.pololu.com/product/2866}},
year = {2026},
note = {[Accessed 11-05-2026]},
}

@misc{arduino_uno_rev3,
author = {{Arduino}},
title = {{Arduino Uno Rev3}},
howpublished = {\url{https://store.arduino.cc/products/arduino-uno-rev3}},
year = {2026},
note = {[Accessed 11-05-2026]},
}

@misc{arduino_uno_r4_wifi,
author = {{Arduino}},
title = {{Arduino Uno R4 WiFi}},
howpublished = {\url{https://store.arduino.cc/products/uno-r4-wifi}},
year = {2026},
note = {[Accessed 11-05-2026]},
}

@misc{raspberrypi4_specs,
author = {{Raspberry Pi}},
title = {{Raspberry Pi 4 Model B Specifications}},
howpublished = {\url{https://www.raspberrypi.com/products/raspberry-pi-4-model-b/specifications/}},
year = {2026},
note = {[Accessed 11-05-2026]},
}

@misc{raspberrypi5_specs,
author = {{Raspberry Pi}},
title = {{Raspberry Pi 5 Specifications}},
howpublished = {\url{https://www.raspberrypi.com/products/raspberry-pi-5/}},
year = {2026},
note = {[Accessed 11-05-2026]},
}

@misc{sparkfun_icm20948,
author = {{SparkFun Electronics}},
title = {{SparkFun 9DoF IMU Breakout - ICM-20948 (Qwiic)}},
howpublished = {\url{https://www.sparkfun.com/sparkfun-9dof-imu-breakout-icm-20948-qwiic.html}},
year = {2026},
note = {[Accessed 11-05-2026]},
}

@misc{st_vl53l1x,
author = {{STMicroelectronics}},
title = {{VL53L1X Time-of-Flight Ranging Sensor Datasheet}},
howpublished = {\url{https://www.st.com/resource/en/datasheet/vl53l1x.pdf}},
year = {2026},
note = {[Accessed 11-05-2026]},
}

@misc{st_vl53l5cx,
author = {{STMicroelectronics}},
title = {{VL53L5CX Multizone Time-of-Flight Ranging Sensor Datasheet}},
howpublished = {\url{https://www.st.com/resource/en/datasheet/vl53l5cx.pdf}},
year = {2026},
note = {[Accessed 11-05-2026]},
}

@misc{ukhsa_laser_safety,
author = {{UK Health Security Agency}},
title = {{Laser radiation: safety advice}},
howpublished = {\url{https://www.gov.uk/government/publications/laser-radiation-safety-advice/laser-radiation-safety-advice}},
year = {2025},
note = {[Accessed 11-05-2026]},
}

@misc{bsi_laser_safety_60825,
author = {{British Standards Institution}},
title = {{BS EN 60825-1:2014+A11:2021 Safety of laser products -- Equipment classification and requirements}},
howpublished = {\url{https://knowledge.bsigroup.com/products/safety-of-laser-products-equipment-classification-and-requirements-1}},
year = {2021},
note = {[Accessed 11-05-2026]},
}

@misc{EnergyPrices,
author = {},
title = {},
howpublished = {\url{https://assets.publishing.service.gov.uk/media/68da5e91dadf7616351e4b5e/quarterly-energy-prices-september-2025.pdf}},
year = {},
note = {[Accessed 11-05-2026]},
}

@misc{UValueRegs,
author = {},
title = {{B}uilding {R}egs {U}-{V}alues: {L}imiting \& {N}otional {V}alues | {S}{A}{P}gen --- sapgen.co.uk},
howpublished = {\url{https://www.sapgen.co.uk/building-regs-u-values/}},
year = {},
note = {[Accessed 11-05-2026]},
}

@misc{mediaperformancePaidSocial,
author = {Simon},
title = {{P}aid {S}ocial {A}dvertising {C}osts {U}{K} 2026 | {M}edia {P}erformance --- mediaperformance.co.uk},
howpublished = {\url{https://www.mediaperformance.co.uk/paid-social-advertising-costs-uk-2026/}},
year = {},
note = {[Accessed 11-05-2026]},
}

@article{LEE201090,
title = {Usability principles and best practices for the user interface design of complex 3D architectural design and engineering tools},
journal = {International Journal of Human-Computer Studies},
volume = {68},
number = {1},
pages = {90-104},
year = {2010},
issn = {1071-5819},
doi = {https://doi.org/10.1016/j.ijhcs.2009.10.001},
url = {https://www.sciencedirect.com/science/article/pii/S1071581909001451},
author = {Ghang Lee and Charles M. Eastman and Tarang Taunk and Chun-Heng Ho},
keywords = {User interface (UI), Computer-aided design (CAD), 3D engineering design, Best practices, Usability principles},
abstract = {This study proposes usability principles for the user interfaces (UI) design of complex 3D parametric architectural design and engineering tools. Numerous usability principles have been developed for generic desktop or web applications. The authors tried to apply existing usability principles as guidelines for evaluating complex 3D design and engineering applications. However, the principles were too generic and high-level to be useful as design or evaluation guidelines. The authors, all with more than 10 or 30 years of experience with various CAD systems, selected and reviewed 10 state-of-the-art 3D parametric design and engineering applications and captured what they thought were best practices, as screenshots and videos. The collected best practices were reviewed through a series of discussion sessions. During the discussion sessions, UI design principles underlying the collected best practices were characterized in the line of existing UI principles. Based on the best practices and the derived common UI principles, a new set of refined and detailed UI principles were proposed for improving and evaluating 3D parametric engineering design tools in the future.}
}

@misc{zhang_learning_2016,
title = {Learning {Deep} {Control} {Policies} for {Autonomous} {Aerial} {Vehicles} with {MPC}-{Guided} {Policy} {Search}},
url = {http://arxiv.org/abs/1509.06791},
doi = {10.48550/arXiv.1509.06791},
abstract = {Model predictive control (MPC) is an effective method for controlling robotic systems, particularly autonomous aerial vehicles such as quadcopters. However, application of MPC can be computationally demanding, and typically requires estimating the state of the system, which can be challenging in complex, unstructured environments. Reinforcement learning can in principle forego the need for explicit state estimation and acquire a policy that directly maps sensor readings to actions, but is difficult to apply to unstable systems that are liable to fail catastrophically during training before an effective policy has been found. We propose to combine MPC with reinforcement learning in the framework of guided policy search, where MPC is used to generate data at training time, under full state observations provided by an instrumented training environment. This data is used to train a deep neural network policy, which is allowed to access only the raw observations from the vehicle's onboard sensors. After training, the neural network policy can successfully control the robot without knowledge of the full state, and at a fraction of the computational cost of MPC. We evaluate our method by learning obstacle avoidance policies for a simulated quadrotor, using simulated onboard sensors and no explicit state estimation at test time.},
urldate = {2026-05-12},
publisher = {arXiv},
author = {Zhang, Tianhao and Kahn, Gregory and Levine, Sergey and Abbeel, Pieter},
month = feb,
year = {2016},
note = {arXiv:1509.06791 [cs.LG]},
keywords = {Computer Science - Machine Learning, Computer Science - Robotics},
file = {Preprint PDF:C\:\\Users\\tommy\\Zotero\\storage\\MJEEVG99\\Zhang et al. - 2016 - Learning Deep Control Policies for Autonomous Aerial Vehicles with MPC-Guided Policy Search.pdf:application/pdf;Snapshot:C\:\\Users\\tommy\\Zotero\\storage\\94W9UGJF\\1509.html:text/html},
}

@misc{IsaacLab,
author = {},
title = {Isaac Lab | NVIDIA Developer --- developer.nvidia.com},
howpublished = {\url{https://developer.nvidia.com/isaac/lab}},
year = {c2026},
note = {[Accessed 12-05-2026]},
journal = {N/A}
}
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